Advertising Rules Based SaaS Product Project

Closed
Main contact
Unboxme Gifts
Denver, Colorado, United States
Moshe Scheiner
Employer
(2)
4
Project
Academic experience or paid work
200 hours of work total
Learner
Anywhere
Advanced level

Project scope

Categories
Information technology Software development Machine learning Artificial intelligence Databases
Skills
advertising campaigns machine learning research and development machine learning algorithms user interface (ui) software as a service (saas) advertisement forecasting
Details

The main goal for the project is to create an advertising rules based SaaS product that uses machine learning to help with prediction and keyword relevancy, as well as image testing for Amazon. The product should be able to analyze and optimize advertising campaigns for Amazon sellers, providing insights and recommendations for improving ad performance.


This will involve several different steps for the learners, including:


- Researching and understanding the advertising rules and requirements for Amazon.


- Developing a machine learning algorithm to predict and optimize keyword relevancy for advertising campaigns.


- Implementing image testing capabilities to analyze and improve the visual components of the ads.


- Creating a user interface for Amazon sellers to input their advertising data and receive recommendations.


- Testing the SaaS product with sample advertising campaigns and refining the algorithm based on the results.


Deliverables

By the end of the project, learners should complete the following tasks:


- A comprehensive report on the advertising rules and requirements for Amazon.


- A machine learning algorithm that can predict and optimize keyword relevancy for advertising campaigns.


- Image testing capabilities integrated into the SaaS product.


- A user interface for Amazon sellers to input their advertising data and receive recommendations.


- Testing results and a refined algorithm based on the testing outcomes.



Final deliverables:


- All source code and documentation for the developed SaaS product.


- A user manual for Amazon sellers to understand and utilize the product effectively.


- A presentation explaining the research, development process, and testing results.

Mentorship

We will provide learners with dedicated mentors for weekly or biweekly meetings, access to necessary tools and data, and a structured support system including regular check-ins, feedback, a Slack channel, or any preferred workflow

About the company

Company
Denver, Colorado, United States
2 - 10 employees
Consumer goods & services

Unboxme is all about delivering joy – to our customers, to people receiving our gifts, and to the incredible small businesses we’re honored to work alongside.